EWC ON

Arguments

Options

--e_lambdafloat

Help: lambda weight for EWC

• Default: None

--gammafloat

Help: gamma parameter for EWC online

• Default: None

Classes

class models.ewc_on.EwcOn(backbone, loss, args, transform, dataset=None)

Bases: ContinualModel

Continual learning via online EWC.

COMPATIBILITY: List[str] = ['class-il', 'domain-il', 'task-il']

NAME: str = 'ewc_on'

end_task(dataset)

static get_parser(parser)

Return type:

ArgumentParser

get_penalty_grads()

observe(inputs, labels, not_aug_inputs, epoch=None)

penalty()